Contextual transformer for brain stroke segmentation in MRI

doi:10.1016/j.compeleceng.2025.110795

Contextual transformer for brain stroke segmentation in MRI

2025-11-06

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DOI：10.1016/j.compeleceng.2025.110795

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• Brain stroke segmentation suffers from several challenges due to the complexity of brain anatomy and lesion variability. • Focus In and Generalize Out (FIGO) framework is a novel brain stroke segmentation that efficiently blends global and local features. • Experimental studies using the ATLAS v2.0 dataset demonstrate a remarkable improvement in segmentation accuracy. • The proposed framework enables better observation of strokes with various shapes, sizes, and locations.

Contextual transformer for brain stroke segmentation in MRI

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